ILSE: Linear Regression Based on 'ILSE' for Missing Data

Linear regression when covariates include missing values by embedding the correlation information between covariates. Especially for block missing data, it works well. 'ILSE' conducts imputation and regression simultaneously and iteratively. More details can be referred to Huazhen Lin, Wei Liu and Wei Lan. (2021) <doi:10.1080/07350015.2019.1635486>.

Package details

AuthorWei Liu [aut, cre], Huazhen Lin [aut], Wei Lan [aut]
MaintainerWei Liu <weiliu@smail.swufe.edu.cn>
LicenseGPL-3
Version1.1.7
URL https://github.com/feiyoung/ILSE
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ILSE")

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ILSE documentation built on Jan. 31, 2022, 9:06 a.m.